{"id":"W7090694103","doi":"10.5281/zenodo.17349066","title":"Sustainability assessment of start-ups with the ESG Starter and the GHG & Impact Estimator","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Sustainability; Investment (military); Greenhouse gas; Capital (architecture); Social sustainability; Sustainable development; Sustainability organizations; Environmental impact assessment","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003858533,0.001438374,0.0009318609,0.006060672,0.0003837117,0.002289962,0.001039818,0.001036837,0.009703706],"category_scores_gemma":[0.007476497,0.0004871956,0.001593685,0.00455811,0.0005671297,0.001756886,0.002085,0.0009341883,0.003362398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001387182,"about_ca_system_score_gemma":0.00124041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004413881,"about_ca_topic_score_gemma":0.0041213,"domain_scores_codex":[0.9969989,0.0008630152,0.0001621997,0.0003785476,0.001439201,0.0001580988],"domain_scores_gemma":[0.9969355,0.00148386,0.0004714898,0.0002663702,0.0007480096,0.00009482542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005927151,0.0002729881,0.1265048,0.001882881,0.0005644913,0.0009260793,0.001010861,0.2819187,0.01091278,0.04452928,0.01616686,0.5147176],"study_design_scores_gemma":[0.00008701825,0.001068503,0.1878898,0.0007772971,0.0004602404,0.0008818129,0.002133184,0.4922288,0.04202783,0.07115121,0.2007714,0.0005229726],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07841779,0.001908117,0.8517979,0.0003472121,0.0001600815,0.001034216,0.01232988,0.003897059,0.05010769],"genre_scores_gemma":[0.4889334,0.002187394,0.4736127,0.0001679282,0.00009097659,0.001828008,0.01183908,0.0008024871,0.02053806],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009703706,"threshold_uncertainty_score":0.03246212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02190151072948656,"score_gpt":0.2804587413364846,"score_spread":0.258557230606998,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}